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Models2026-06-07 · source-backed
MAI-Code-1-Flash, a 5B-parameter coding model, is in GitHub Copilot and VS Code, and Microsoft says it beats Claude Haiku 4.5 across core coding benchmarks, +16 points on SWE-Bench Pro at 51.2% versus 35.2%, using up to 60% fewer tokens. MAI-Thinking-1, a 35B-active MoE with a 256K context window, hits 97% on AIME 2025 and 53% on SWE-Bench Pro, near Opus 4.6, and was trained without OpenAI data. Source: Microsoft AI That last clause is the real headline. Microsoft is building a first-party model stack to cut its OpenAI dependence, and a 5B model beating Haiku on coding at 60% fewer tokens is a credible opening move.
Each link below shares sources, entities, or timing with this story.
July 9, across VS Code, Visual Studio, Copilot CLI, the cloud agent, github.com, GitHub Mobile, JetBrains, Xcode, and Eclipse. Sol is the high-reasoning tier at $5/1M in, $30/1M out, gated to Pro+/Max/Business/Enterprise. Terra is the balanced default at $2.50/$15. Luna is fas...
Microsoft's "hill-climbing machine" lineup is now reachable via OpenRouter, Fireworks, and Baseten, and it's distinct from the earlier MAI coding models that went into Copilot. The pattern is task-specialized models that are cheap to run, and Microsoft's continued push to depe...
Released July 27, a sparse-MoE security fine-tune of MAI-Code-1-Flash with a 256K context. Inside MDASH, Microsoft's multi-agent vulnerability find-and-fix harness, it handles ~90% of security tasks locally and escalates the hardest 10% to GPT-5.4, costing 50% less than the pr...
The update adds native image input and faster token streaming alongside gains in instruction following and tool use. It arrives with Polaris becoming the default model on every Copilot seat and Visual Studio 18.9 exposing low/medium/high thinking-effort controls. RuntimeWire M...
On June 18 GitHub made its purpose-built small coding model available across the Copilot app, CLI, Chat, Visual Studio, JetBrains, Eclipse, GitHub Mobile, and Xcode, in Free through Max plans. (GitHub) A fast, cheap first-party model pushed this broadly signals Microsoft routi...
OpenAI released GPT-5.4 in Standard, Thinking, and Pro variants. Headline capabilities: native computer-use (75.0% on OSWorld-Verified, surpassing human 72.4%), 1M token context, and first-ever "compaction" support for longer agent trajectories. The Tool Search API is the buil...
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